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Collection of all articles on Data Engineering and Machine Learning
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DE & ML Digest
118 subscribers
DE & ML Digest
ML
How to Mitigate Overfitting with Feature Selection
Medium
How to Mitigate Overfitting with Feature Selection
Addressing the problem of overfitting — Part 5
DE & ML Digest
ML
Introduction to PyTorch Lightning
KDnuggets
Introduction to PyTorch Lightning - KDnuggets
PyTorch Lightning is a high-level programming layer built on top of PyTorch. It makes building and training models faster, easier, and more reliable.
DE & ML Digest
ML
How our Obsession with Algorithms Broke Computer Vision
Medium
How our Obsession with Algorithms Broke Computer Vision
And how Synthetic Computer Vision can fix it
DE & ML Digest
ML
Python ChainMap: Treat Multiple Dictionaries as One
Medium
Python ChainMap: Treat Multiple Dictionaries as One
Practical use cases of ChainMap with easy to follow examples for beginners
DE & ML Digest
ML
5 Books To Take Your Data Visualization Skills to The Next Level
Medium
5 Books To Take Your Data Visualization Skills to The Next Level
Better visualizations equal better communication
DE & ML Digest
ML
Applications of Convolutional Neural Networks(CNN)
Analytics Vidhya
Applications of Convolutional Neural Networks(CNN)
In this article, we going to we are going to explore the applications of Convolutional Neural Networks that data scientists should know
DE & ML Digest
ML
7 Ways to Make Your Python Project Structure More Elegant
Medium
7 Ways to Make Your Python Project Structure More Elegant
Here are the best practices for a manageable, scalable, and easily understandable python project structure.
DE & ML Digest
ML
8 Reasons to Start Using Pydantic to Improve Data Parsing and Validation
Medium
8 Reasons to Start Using Pydantic to Improve Data Parsing and Validation
Improving your apps goes with controlling their data quality
DE & ML Digest
ML
Towards a modern data platform
Medium
Towards a modern data platform
Open, scalable, fast and flexible
DE & ML Digest
ML
How to Build Strong Data Science Portfolio as a Beginner
KDnuggets
How to Build Strong Data Science Portfolio as a Beginner
After learning the basics of data science, you can start to work on real-world problems. But how do you showcase your work? In this article, we are going to learn a unique way to create a data science portfolio.
DE & ML Digest
ML
Japanese multiclass text classification with 97% accuracy using BERT
Medium
Japanese multiclass text classification with 97% accuracy using BERT
Classifying NHK (Japan Broadcasting Corporation) shows into multiple genres
DE & ML Digest
ML
Intro to Rapidminer: A No-Code Development Platform for Data Mining (with Case Study)
Analytics Vidhya
Intro to Rapidminer: A No-Code Development Platform for Data Mining (with Case Study)
Rapidminer is a comprehensive data science platform with visual workflow design and full automation. It is one of the most popular data science tools.
DE & ML Digest
ML
Everything you need to Know about Linear Regression!
Analytics Vidhya
Linear Regression in Machine Learning
Explore linear regression in machine learning to understand how it predicts outcomes using statistical modeling techniques.
DE & ML Digest
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Assumptions of Logistic Regression, Clearly Explained
Medium
Assumptions of Logistic Regression, Clearly Explained
Understand and implement assumption checks (in Python) for one of the most important data science modeling techniques
DE & ML Digest
ML
7 Ways to Make Your Python Project Structure More Elegant
Medium
7 Ways to Make Your Python Project Structure More Elegant
Here are the best practices for a manageable, scalable, and easily understandable python project structure.
DE & ML Digest
Big Data
Apache Flink: Apache Flink 1.14.0 Release Announcement
reddit
Apache Flink: Apache Flink 1.14.0 Release Announcement
Posted in r/bigdata by u/Marksfik • 1 point and 0 comments
DE & ML Digest
Big Data
Распознаем медицинские тексты
Хабр
Распознаем медицинские тексты
Это третья публикация в рамках цикла статей по изучению московской базы ковидных больных. В настоящей работе были созданы векторные представления медицинских терминов, которые теперь доступны на...
DE & ML Digest
Big Data
Laptop as big data/machine learning/programmer developer
reddit
Laptop as big data/machine learning/programmer developer
Hey there! I am going to study big data in about 1/2 years and I am looking for a good laptop for programming. I'd like to know how necessary a...
DE & ML Digest
Big Data
KotlinDL 0.3: поддержка ONNX, Object Detection API, 20+ новых моделей в ModelHub, и много новых слоев
Хабр
KotlinDL 0.3: поддержка ONNX, Object Detection API, 20+ новых моделей в ModelHub, и много новых слоев
Представляем версию 0.3 библиотеки глубокого обучения KotlinDL!Вас ждет множество новых фич: новые модели в ModelHub (включая модели для обнаружения объектов и распознавания лиц), возможность...
DE & ML Digest
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Two Simple Things You Need to Steal from Agile for Data and Analytics Work
Medium
Two Simple Things You Need to Steal from Agile for Data and Analytics Work
Peer Review and Definition of Done: Small Changes, BIG Impact
DE & ML Digest
ML
7 Essential Python Skills for Research
Medium
7 Essential Python Skills for Research
Tips and Tricks from a PhD Student
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